| Title | Supply chain management in the era of circular economy: the moderating effect of big data |
|---|---|
| ID_Doc | 1176 |
| Authors | Del Giudice, M; Chierici, R; Mazzucchelli, A; Fiano, F |
| Title | Supply chain management in the era of circular economy: the moderating effect of big data |
| Year | 2021 |
| Published | International Journal Of Logistics Management, 32, 2 |
| Abstract | Purpose This paper analyzes the effect of circular economy practices on firm performance for a circular supply chain and explores the moderating role that big-data-driven supply chain plays within these relationships. Design/methodology/approach This study uses data collected through an online survey distributed to managers of 378 Italian firms that have adopted circular economy principles. The data are processed using multiple regression analysis. Findings The results indicate that the three categories of circular economy practices investigated - namely circular economy supply chain management design, circular economy supply chain relationship management and circular economy HR management - play a crucial role in enhancing firm performance from a circular economy perspective. A big-data-driven supply chain acts as a moderator of the relationship between circular economy HR management and firm performance for a circular economy supply chain. Originality/value This study makes a number of original contributions to research on circular economy practices in a big-data-driven supply chain and provides useful insights for practitioners. First, it answers the call to capture digital transformation trends and to extend research on sustainability in supply chain management. Second, it enhances the literature by investigating the relationships between three different kinds of circular economy supply chain practices and firm performance. Finally, it clarifies the moderating role of big data in making decisions and implementing circular supply chain solutions to achieve better environmental, social and economic benefits. |
Similar Articles
| ID | Score | Article |
|---|---|---|
3868
|
Cheng, TCE; Kamble, SS; Belhadi, A; Ndubisi, NO; Lai, KH; Kharat, MG Linkages between big data analytics, circular economy, sustainable supply chain flexibility, and sustainable performance in manufacturing firms(2022)International Journal Of Production Research, 60, 22 | |
| 1267
|
Gupta, S; Chen, HZ; Hazen, BT; Kaur, S; Gonzalez, EDRS Circular economy and big data analytics: A stakeholder perspective(2019) | |
| 21212
|
Zhou, XC; Jiang, JJ; Zhou, C; Li, X; Yin, M Circular supply chain management: Antecedent effect of social capital and big data analysis capability and their impact on sustainable performance(2024) | |
| 2229
|
Stekelorum, R; Laguir, I; Lai, KH; Gupta, S; Kumar, A Responsible governance mechanisms and the role of suppliers' ambidexterity and big data predictive analytics capabilities in circular economy practices improvements(2021) | |
| 3104
|
Chau, KY; Huang, T; Moslehpour, M; Khan, W; Nisar, QA; Haris, M Opening a new horizon in green HRM practices with big data analytics and its analogy to circular economy performance: an empirical evidence(2023) | |
| 4870
|
Perçin, S Evaluating the circular economy-based big data analytics capabilities of circular agri-food supply chains: the context of Turkey(2022)Environmental Science And Pollution Research, 29, 55 | |
| 5054
|
Riggs, R; Roldan, JL; Real, JC; Felipe, CM Opening the black box of big data sustainable value creation: the mediating role of supply chain management capabilities and circular economy practices(2023)International Journal Of Physical Distribution & Logistics Management, 53, 7/8 | |
| 2210
|
Mirzaei, S; Shokouhyar, S Applying a thematic analysis in identifying the role of circular economy in sustainable supply chain practices(2023)Environment Development And Sustainability, 25, 5 | |
| 16240
|
Bag, S; Srivastava, G; Cherrafi, A; Ali, A; Singh, RK Data-driven insights for circular and sustainable food supply chains: An empirical exploration of big data and predictive analytics in enhancing social sustainability performance(2024)Business Strategy And The Environment, 33, 2 | |
| 22269
|
González-Sánchez, R; Settembre-Blundo, D; Ferrari, AM; García-Muiña, FE Main Dimensions in the Building of the Circular Supply Chain: A Literature Review(2020)Sustainability, 12.0, 6 |